BAAI/bge-reranker-large
Primitive: /score · Score ·
XLM-RoBERTa
We have updated the new reranker, supporting larger lengths, more languages, and achieving better performance.
Multilingual
Overview
Hardware: — drives latency, throughput & cost
| Size | 560M params |
|---|---|
| Tasks | /score |
| License | mit |
| Languages | en, zh |
| Latency | 52 ms |
| Throughput | 21.1K tok/s |
| Cost | $0.011 /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Scoring
| Inputs | text |
|---|---|
| Max sequence length | 512 |
Benchmarks
AskUbuntuDupQuestions
Duplicate question detection from AskUbuntu
Corpus: 6,743 Queries: 360
Quality
ndcg at 10 0.6404
map at 10 0.4835
mrr at 10 0.7114
Performance L4 b1 c16
Query 6.6K tok/s
Query p50 41.4ms
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
Corpus: 100,000 Queries: 2,000
Quality
map at 10 0.8164
mrr at 10 0.8492
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
Corpus: 108,000 Queries: 4,000
Quality
map at 10 0.8361
mrr at 10 0.8697
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
Quality
map at 10 0.3638
mrr at 10 0.3668
Performance L4 b1 c16
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